W3102564565

• Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer

  2025 Nature Communications article Computer Science AI in cancer detection Open access

  9

  citations
• Benchmarking foundation models as feature extractors for weakly supervised computational pathology

  2025 Nature Biomedical Engineering article Computer Science AI in cancer detection Open access

  68

  citations
• Prediction of statistical force–displacement curves of Charpy-V impact tests based on unsupervised fracture surface machine learning

  2025 Engineering Failure Analysis article Materials Science High-Velocity Impact and Material Behavior Open access

  5

  citations
• Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging

  2025 Communications Medicine article Computer Science AI in cancer detection Open access

  15

  citations
• In-context learning enables multimodal large language models to classify cancer pathology images

  2024 Nature Communications article Computer Science AI in cancer detection Open access

  156

  citations
• Use of artificial intelligence for liver diseases: A survey from the EASL congress 2024

  2024 JHEP Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  32

  citations
• Künstliche Intelligenz in der Nierentransplantationspathologie

  2024 Die Pathologie article Computer Science AI in cancer detection

  3

  citations
• Actionable Artificial Intelligence for the Future of Production

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  1

  citations
• Materials in the Drive Chain – Modeling Materials for the Internet of Production

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Metallurgy and Material Forming Open access

  0

  citations
• ECLAD: Extracting Concepts with Local Aggregated Descriptors

  2023 Pattern Recognition article Computer Science Explainable Artificial Intelligence (XAI)

  12

  citations
• Transparency in Medical Artificial Intelligence Systems

  2023 International Journal of Semantic Computing article Computer Science Explainable Artificial Intelligence (XAI)

  2

  citations
• Deep learning based identification of bone scintigraphies containing metastatic bone disease foci

  2023 Cancer Imaging article Medicine Medical Imaging Techniques and Applications Open access

  23

  citations
• Actionable Artificial Intelligence for the Future of Production

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  5

  citations
• Materials in the Drive Chain – Modeling Materials for the Internet of Production

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Metallurgy and Material Forming Open access

  2

  citations
• Actionable Artificial Intelligence for the Future of Production

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  2

  citations
• Establishing Transparency in Artificial Intelligence Systems

  2022 conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  5

  citations
• Monitoring of the powder bed quality in metal additive manufacturing using deep transfer learning

  2022 Materials & Design article Engineering Additive Manufacturing Materials and Processes Open access

  62

  citations
• Explainable machine learning for precise fatigue crack tip detection

  2022 Scientific Reports article Engineering Infrastructure Maintenance and Monitoring Open access cited by 3 patents

  44

  citations
• Deep learning-based classification of kidney transplant pathology: a retrospective, multicentre, proof-of-concept study

  2021 The Lancet Digital Health article Medicine Renal Transplantation Outcomes and Treatments Open access

  128

  citations

19 results